Liminal has been named to CB Insights’ 2025 AI 100, a ranking of the world’s 100 most promising AI companies. The annual list identifies startups using AI in transformative ways across industries including manufacturing, healthcare, fintech, and energy.
Liminal was recognized for applying machine learning to ultrasound inspection, helping battery manufacturers improve quality, reduce scrap, and scale production with confidence. Our inclusion highlights the growing importance of advanced metrology and analytics in the clean energy transition.
“The AI 100 winners are future movers and shakers, taking big swings that will shape the future of AI,” said Manlio Carrelli, CEO at CB Insights. “This year’s cohort is pushing AI applications from emerging to emerged, working on everything from AI agents for complex processes to security and robotics. They’ve also zeroed in on new and promising technologies that might not be on the radar of many enterprises — multi-agent systems, novel computing and data curation approaches, and physical AI.”
CB Insights selected companies based on its Mosaic algorithm, which analyzes business momentum, R&D activity, team strength, and market potential using public and proprietary data.
We’re proud to be included alongside companies redefining what’s possible with AI!
About Liminal
Liminal is a battery manufacturing intelligence company that combines ultrasound inspection with data science to deliver advanced, actionable insights that enable manufacturers to increase quality, productivity, and efficiency. By improving the quality and safety of batteries and decreasing their lifetime costs, Liminal’s solutions address the climate crisis and increase scalability for battery manufacturers to create a world where electric transportation and clean energy are accessible to everyone. Visit www.liminalinsights.com for more information.
About CB Insights
CB Insights is an AI super analyst for market intelligence. It delivers instant insights that help you bet on the right markets, track competitors, and source the right companies. Our AI super analyst is powerful because it is built on the validated database of companies and markets that CB Insights is famous for. To learn more, please visit www.cbinsights.com.